IDEAS home Printed from https://ideas.repec.org/p/iza/izadps/dp10621.html
   My bibliography  Save this paper

Benefit Generosity and Injury Duration: Quasi-Experimental Evidence from Regression Kinks

Author

Listed:
  • Hansen, Benjamin

    (University of Oregon)

  • Nguyen, Tuan

    (University of Oregon)

  • Waddell, Glen R.

    (University of Oregon)

Abstract

In this paper, we investigate the effect of benefit generosity on claim duration and temporary benefits paid among temporary disability claims for workers' compensation. While previous studies have focused on natural experiments created by one-time large changes in minimum or maximum weekly benefits, we exploit variation around a kink in benefit generosity inherent in all workers' compensation systems in the United States. Using administrative data on the universe of injured workers in Oregon, we also find that more-generous benefits leads to longer injuries, but with implied elasticities that are smaller than the average elasticity from previous difference-in-difference studies. Our preferred estimates suggest that a 10-percent increase in benefit generosity leads to a 2- to 4-percent increase in injury duration. We derive similar duration-benefit elasticities when studying changes in benefits paid at the kink. We also introduce the first evidence that more-generous benefits encourage subsequent claim filing.

Suggested Citation

  • Hansen, Benjamin & Nguyen, Tuan & Waddell, Glen R., 2017. "Benefit Generosity and Injury Duration: Quasi-Experimental Evidence from Regression Kinks," IZA Discussion Papers 10621, Institute of Labor Economics (IZA).
  • Handle: RePEc:iza:izadps:dp10621
    as

    Download full text from publisher

    File URL: https://docs.iza.org/dp10621.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Jeff Biddle & Karen Roberts, 2003. "Claiming Behavior in Workers' Compensation," Journal of Risk & Insurance, The American Risk and Insurance Association, vol. 70(4), pages 759-780, December.
    2. David E. Card & David S. Lee & Zhuan Pei & Andrea Weber, 2012. "Nonlinear Policy Rules and the Identification and Estimation of Causal Effects in a Generalized Regression Kink Design," NRN working papers 2012-14, The Austrian Center for Labor Economics and the Analysis of the Welfare State, Johannes Kepler University Linz, Austria.
    3. Alexander Gelber & Timothy J. Moore & Alexander Strand, 2017. "The Effect of Disability Insurance Payments on Beneficiaries' Earnings," American Economic Journal: Economic Policy, American Economic Association, vol. 9(3), pages 229-261, August.
    4. Alan B. Krueger, 1990. "Workers' Compensation Insurance and the Duration of Workplace Injuries," NBER Working Papers 3253, National Bureau of Economic Research, Inc.
    5. Gordon B. Dahl & Katrine V. L?ken & Magne Mogstad, 2014. "Peer Effects in Program Participation," American Economic Review, American Economic Association, vol. 104(7), pages 2049-2074, July.
    6. Sebastian Calonico & Matias D. Cattaneo & Rocio Titiunik, 2014. "Robust Nonparametric Confidence Intervals for Regression‐Discontinuity Designs," Econometrica, Econometric Society, vol. 82, pages 2295-2326, November.
    7. Erin Todd Bronchetti & Melissa McInerney, 2012. "Revisiting Incentive Effects in Workers' Compensation: Do Higher Benefits Really Induce More Claims?," ILR Review, Cornell University, ILR School, vol. 65(2), pages 286-315, April.
    8. Heléne Lundqvist & Matz Dahlberg & Eva Mörk, 2014. "Stimulating Local Public Employment: Do General Grants Work?," American Economic Journal: Economic Policy, American Economic Association, vol. 6(1), pages 167-192, February.
    9. Dong, Yingying, 2010. "Jumpy or Kinky? Regression Discontinuity without the Discontinuity," MPRA Paper 25461, University Library of Munich, Germany.
    10. Raj Chetty & Adam Looney & Kory Kroft, 2009. "Salience and Taxation: Theory and Evidence," American Economic Review, American Economic Association, vol. 99(4), pages 1145-1177, September.
    11. David Card & David S. Lee & Zhuan Pei & Andrea Weber, 2015. "Inference on Causal Effects in a Generalized Regression Kink Design," Econometrica, Econometric Society, vol. 83, pages 2453-2483, November.
    12. Daniel Kahneman, 2003. "Maps of Bounded Rationality: Psychology for Behavioral Economics," American Economic Review, American Economic Association, vol. 93(5), pages 1449-1475, December.
    13. Meyer, Bruce D & Viscusi, W Kip & Durbin, David L, 1995. "Workers' Compensation and Injury Duration: Evidence from a Natural Experiment," American Economic Review, American Economic Association, vol. 85(3), pages 322-340, June.
    14. Butler, Richard J & Durbin, David L & Helvacian, Nurhan M, 1996. "Increasing Claims for Soft Tissue Injuries in Workers' Compensation: Cost Shifting and Moral Hazard," Journal of Risk and Uncertainty, Springer, vol. 13(1), pages 73-87, July.
    15. Helena Skyt Nielsen & Torben Sørensen & Christopher Taber, 2010. "Estimating the Effect of Student Aid on College Enrollment: Evidence from a Government Grant Policy Reform," NBER Chapters, in: Income Taxation, Trans-Atlantic Public Economics Seminar (TAPES), pages 185-215, National Bureau of Economic Research, Inc.
    16. Raj Chetty, 2009. "The Simple Economics of Salience and Taxation," NBER Working Papers 15246, National Bureau of Economic Research, Inc.
    17. McCrary, Justin, 2008. "Manipulation of the running variable in the regression discontinuity design: A density test," Journal of Econometrics, Elsevier, vol. 142(2), pages 698-714, February.
    18. Alan Krueger, 1990. "Worker's Compensation Insurance and the Duration of Workplace Injuries," Working Papers 641, Princeton University, Department of Economics, Industrial Relations Section..
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Lester Lusher & Geoffrey C. Schnorr & Rebecca L.C. Taylor, 2022. "Unemployment Insurance as a Worker Indiscipline Device? Evidence from Scanner Data," American Economic Journal: Applied Economics, American Economic Association, vol. 14(2), pages 285-319, April.
    2. Sarah H. Bana & Kelly Bedard & Maya Rossin‐Slater, 2020. "The Impacts of Paid Family Leave Benefits: Regression Kink Evidence from California Administrative Data," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 39(4), pages 888-929, September.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Sarah H. Bana & Kelly Bedard & Maya Rossin‐Slater, 2020. "The Impacts of Paid Family Leave Benefits: Regression Kink Evidence from California Administrative Data," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 39(4), pages 888-929, September.
    2. Michihito Ando, 2017. "How much should we trust regression-kink-design estimates?," Empirical Economics, Springer, vol. 53(3), pages 1287-1322, November.
    3. Petri Böckerman & Ohto Kanninen & Ilpo Suoniemi, 2018. "A kink that makes you sick: The effect of sick pay on absence," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 33(4), pages 568-579, June.
    4. Martin Gonzalez-Rozada & Hernan Ruffo, 2022. "The welfare effects of unemployment insurance in Argentina. New estimates using changes in the schedule of transfers," Papers 2202.01844, arXiv.org.
    5. Sebastian Garmann, 2014. "The causal effect of coalition governments on fiscal policies: evidence from a Regression Kink Design," Applied Economics, Taylor & Francis Journals, vol. 46(36), pages 4490-4507, December.
    6. Peter Ganong & Simon Jäger, 2018. "A Permutation Test for the Regression Kink Design," Journal of the American Statistical Association, Taylor & Francis Journals, vol. 113(522), pages 494-504, April.
    7. Krueger, Alan B. & Meyer, Bruce D., 2002. "Labor supply effects of social insurance," Handbook of Public Economics, in: A. J. Auerbach & M. Feldstein (ed.), Handbook of Public Economics, edition 1, volume 4, chapter 33, pages 2327-2392, Elsevier.
    8. Barbara Engels & Johannes Geyer & Peter Haan, 2016. "Pension Incentives and Early Retirement," Discussion Papers of DIW Berlin 1617, DIW Berlin, German Institute for Economic Research.
    9. Camille Landais, 2015. "Assessing the Welfare Effects of Unemployment Benefits Using the Regression Kink Design," American Economic Journal: Economic Policy, American Economic Association, vol. 7(4), pages 243-278, November.
    10. Mauricio Villamizar‐Villegas & Freddy A. Pinzon‐Puerto & Maria Alejandra Ruiz‐Sanchez, 2022. "A comprehensive history of regression discontinuity designs: An empirical survey of the last 60 years," Journal of Economic Surveys, Wiley Blackwell, vol. 36(4), pages 1130-1178, September.
    11. Ángel Martín-Román & Alfonso Moral, 2017. "A methodological proposal to evaluate the cost of duration moral hazard in workplace accident insurance," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 18(9), pages 1181-1198, December.
    12. Escobar, Sebastian & Ohlsson, Henry & Selin, Håkan, 2019. "Taxes, frictions and asset shifting: when Swedes disinherited themselves," Working Paper Series 2019:6, IFAU - Institute for Evaluation of Labour Market and Education Policy.
    13. Jin-young Choi & Myoung-jae Lee, 2017. "Regression discontinuity: review with extensions," Statistical Papers, Springer, vol. 58(4), pages 1217-1246, December.
    14. Benjamin Hansen, 2015. "Punishment and Deterrence: Evidence from Drunk Driving," American Economic Review, American Economic Association, vol. 105(4), pages 1581-1617, April.
    15. Ganong, Peter & Jäger, Simon, 2014. "A Permutation Test and Estimation Alternatives for the Regression Kink Design," IZA Discussion Papers 8282, Institute of Labor Economics (IZA).
    16. Tomi Kyyrä & Hanna Pesola, 2020. "The Effects of UI Benefits on Unemployment and Subsequent Outcomes: Evidence from a Kinked Benefit Rule," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 82(5), pages 1135-1160, October.
    17. Bertanha, Marinho & Moreira, Marcelo J., 2020. "Impossible inference in econometrics: Theory and applications," Journal of Econometrics, Elsevier, vol. 218(2), pages 247-270.
    18. Fortin, Bernard & Lanoie, Paul, 1998. "Effects of Workers' Compensation: A Survey," Cahiers de recherche 9816, Université Laval - Département d'économique.
    19. McInerney, Melissa, 2010. "Privatizing public services and strategic behavior: The impact of incentives to reduce workers' compensation claim duration," Journal of Public Economics, Elsevier, vol. 94(9-10), pages 777-789, October.
    20. Lee Myoung-Jae, 2017. "Regression Discontinuity with Errors in the Running Variable: Effect on Truthful Margin," Journal of Econometric Methods, De Gruyter, vol. 6(1), pages 1-8, January.

    More about this item

    Keywords

    worker compensation; moral hazard; regression kink;
    All these keywords.

    JEL classification:

    • I18 - Health, Education, and Welfare - - Health - - - Government Policy; Regulation; Public Health
    • J33 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs - - - Compensation Packages; Payment Methods
    • J53 - Labor and Demographic Economics - - Labor-Management Relations, Trade Unions, and Collective Bargaining - - - Labor-Management Relations; Industrial Jurisprudence

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:iza:izadps:dp10621. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Holger Hinte (email available below). General contact details of provider: https://edirc.repec.org/data/izaaade.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.